Carolain Jiménez Bedoya

Carolain Jiménez Bedoya  new_releases

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AI Engineer & Backend Developer | Python · AI Agents · LLMs · Automation
Departamento del Valle del Cauca, Colombia

Contact Carolain regarding: 
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Full-time jobs
Starting at USD2.5k/month
Flexible work

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Résumé


Jobs verified_user 0% verified
  • Smart Network Solutions Corporation
    AI Engineer & Digital Transformation Lead public Remote experience
    Smart Network Solutions Corporation
    Oct 2025 - Current (1 year)

    I lead applied-AI and digital-transformation initiatives across the organization, owning solutions end to end — from identifying the underlying business problem to designing the architecture and deploying it to production.

    Designed and deployed AI agents and LLM-based automation (OpenAI, Anthropic) that streamlined manual, repetitive operations across insurance, client onboarding, and customer-enablement workflows, reducing manual work by up to 70%.

    Built secure, scalable multi-tenant backends in Python and Django REST Framework, delivering RESTful APIs consumed by client applications and AI-powered services.

    Automated end-to-end processes with n8n and custom orchestration, integrating internal systems
  • D
    Software Developer – AI & Backend
    DAnalytics S.A.S
    Oct 2023 - Oct 2025 (2 years 1 month)
    Backend and AI developer on educational and management platforms, translating client needs into effective, scalable technical solutions.

    Developed and maintained backend services with Django REST Framework and PostgreSQL, designing RESTful APIs with authentication and permission layers consumed by internal and client applications.

    Built and deployed supervised ML models with robust evaluation pipelines (Scikit-Learn), improving decision-making accuracy for business operations by 80%.

    Designed ETL processes and data-warehouse solutions, processing large datasets (volumen — ajusta) to power analytical reporting.
    Managed AWS services (S3, Lambda) and delivered Power BI dashboards used by technical and non
  • I
    Software Developer Intern
    INGRESCOL
    Mar 2021 - Dec 2021 (10 months)
    Supported backend development, system testing, technical documentation, and deployment on PHP-based systems using Agile practices.
Education verified_user 0% verified
  • Ministerio de Tecnologías de la Información y las Comunicaciones
    Diplomado en desarrollo de aplicaciones web
    Ministerio de Tecnologías de la Información y las Comunicaciones
    Dec 2022
  • SERVICIO NACIONAL DE APRENDI
    Diplomado en desarrollo en PHP
    SERVICIO NACIONAL DE APRENDI
    Apr 2020 - Aug 2020 (5 months)
  • Universidad del Valle (CO)
    Systems Engineering (B.Sc.)
    Universidad del Valle (CO)
    Jan 2020 - Nov 2025 (5 years 11 months)
    GPA 4.77 / 5.00. Laureate-distinction thesis (grade 5.0/5.0): "AI-based Detection of Structural Brain Changes in MRI Images for Traumatic Brain Injury Analysis."
  • I
    Academic High School Diploma – Commerce
    Institucion educativa San vicente Palmira
    Jan 2014 - Nov 2019 (5 years 11 months)
    Academic High School Diploma in Commerce. Recipient of the "Generación E – Excelencia" national scholarship for a top ICFES national-exam score. Represented Colombia at the FIRST Global Challenge 2019 robotics world championship in Dubai (UAE).
Projects (professional or personal) verified_user 0% verified
  • F
    Official Mentor – AI & Research lead
    Fundación Team Colombia
    Mar 2023 - Current (3 years 7 months)
    Official mentor of a national robotics team representing Colombia in international competition.

    Led the design and deployment of AI solutions, including CNN-based computer vision models with Python and TensorFlow/Keras.

    Guided a team of 15 students through the full ML lifecycle: data collection, preprocessing, training, evaluation, and iteration.

    Achieved Bronze Medal (3rd place) at FIRST Global Challenge Panama 2025 with "RENOVA – Computer Vision System using CNNs for Environmental Image Analysis," competing among 194 national teams.
Awards verified_user 0% verified
  • Universidad del Valle
    Top 5% of Graduating Cohort by GPA
    Universidad del Valle
    Nov 2025
    Graduated with a GPA of 4.77/5.00, ranking among the top 5% of the Systems Engineering cohort.
  • F
    Bronze Medal (3rd Place) – FIRST Global Challenge Panama 2025
    First Global Challenge
    Oct 2025
    3rd place (Bronze Medal) as official mentor of Team Colombia with "RENOVA – Computer Vision System using CNNs for Environmental Image Analysis."
  • C
    Paper Accepted at CIARP 2025 (Iberoamerican Congress on Pattern Recognition)
    CIARP
    Oct 2025
    First-author research paper accepted and presented at the 2025 Iberoamerican Congress on Pattern Recognition (CIARP), an international peer-reviewed conference; published in Springer's LNCS series.
  • D
    Universidad del Valle
    Participant – XXIX Summer of Scientific and Technological Research of the Pacific
    Delfines del Pacifico, Universidad del Valle
    Jun 2024 - Aug 2024 (3 months)
    Selected for an international research internship in Morelia, Michoacán, Mexico, in Engineering and Artificial Intelligence.
  • M
    Generación E – Excelencia Scholarship
    Ministry of National Education (Colombia)
    Nov 2019
    Full government higher-education scholarship for top-performing students nationwide based on outstanding ICFES national-exam results.
  • F
    FIRST Global Challenge 2019 – Team Colombia (Robotics World Championship, Dubai)
    First Global Challenge
    Oct 2019
    Represented Colombia at the FIRST Global Challenge 2019 world robotics championship in Dubai, UAE.
Publications verified_user 0% verified
  • S
    Identification of Traumatic Brain Injury on Magnetic Resonance Imaging
    Springer, Cham — Lecture Notes in Computer Science (LNCS), vol. 16529, CIARP 2025
    Jan 2025 - Current (1 year 9 months)
    First (lead) author. Peer-reviewed deep-learning method to detect traumatic brain injury from MRI scans. Based on my laureate thesis. Authors: Jimenez C., Chaves D., Trujillo M., Herrera A., Ledesma M.
  • T
    Towards a Clinical Interface for Speaker Identification and Speech-to-Text Transcription for Recording Medical Consultat
    Jun 2024 - Jan 2025 (8 months)
    Acknowledged contributor — built and tested the clinical dataset during a research stay (Summer of the Pacific, Mexico). Authors: Zavala-Díaz J., Olivares-Rojas J.C., Gutiérrez-Gnecchi J.A., et al.